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Intrusion-Detection-System-Using-Pyspark

Project that gives idea on how to use Pyspark on UNSW-NB datasets used for intrusion detection.

IEEE Xplore

ICCUBEA Conference Publication Link

PySpark

PySpark is collaboration of Apache Spark and Python.

PySpark also provide us MLlib which help in implementing ML algorithms.

Implementing queries on huge amount of data is difficult and Spark make our job easier.

System Architecture

SystemArchitecture

Prerequisites

Install Python ::

Download latest version of Python

Pycharm IDE can be used for easy work.

Install Spark RDD ::

Tutorial for installing spark

Install PySpark ::

Pyspark can be installed by executing below command in terminal or IDE.

$ pip install pyspark 

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Feel free to add your ideas or any changes.

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Project that gives idea on how to use Pyspark on UNSW-NB datasets used for intrusion detection.

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